Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 1558 |
| Missing cells | 1557 |
| Missing cells (%) | 5.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 382.5 KiB |
| Average record size in memory | 251.4 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 18 |
| URL | 1 |
source has constant value "" | Constant |
name has a high cardinality: 1558 distinct values | High cardinality |
wins is highly overall correlated with kills and 15 other fields | High correlation |
kills is highly overall correlated with wins and 15 other fields | High correlation |
kdRatio is highly overall correlated with wins and 15 other fields | High correlation |
killstreak is highly overall correlated with wins and 15 other fields | High correlation |
level is highly overall correlated with wins and 15 other fields | High correlation |
losses is highly overall correlated with wins and 15 other fields | High correlation |
prestige is highly overall correlated with wins and 14 other fields | High correlation |
hits is highly overall correlated with wins and 15 other fields | High correlation |
timePlayed is highly overall correlated with wins and 15 other fields | High correlation |
headshots is highly overall correlated with wins and 15 other fields | High correlation |
gamesPlayed is highly overall correlated with wins and 15 other fields | High correlation |
assists is highly overall correlated with wins and 15 other fields | High correlation |
misses is highly overall correlated with wins and 15 other fields | High correlation |
xp is highly overall correlated with wins and 15 other fields | High correlation |
scorePerMinute is highly overall correlated with wins and 14 other fields | High correlation |
shots is highly overall correlated with wins and 15 other fields | High correlation |
deaths is highly overall correlated with wins and 15 other fields | High correlation |
source has 1557 (99.9%) missing values | Missing |
name is uniformly distributed | Uniform |
name has unique values | Unique |
wins has 529 (34.0%) zeros | Zeros |
kills has 276 (17.7%) zeros | Zeros |
kdRatio has 276 (17.7%) zeros | Zeros |
killstreak has 615 (39.5%) zeros | Zeros |
losses has 583 (37.4%) zeros | Zeros |
prestige has 609 (39.1%) zeros | Zeros |
hits has 611 (39.2%) zeros | Zeros |
timePlayed has 210 (13.5%) zeros | Zeros |
headshots has 383 (24.6%) zeros | Zeros |
averageTime has 210 (13.5%) zeros | Zeros |
gamesPlayed has 656 (42.1%) zeros | Zeros |
assists has 483 (31.0%) zeros | Zeros |
misses has 601 (38.6%) zeros | Zeros |
xp has 224 (14.4%) zeros | Zeros |
scorePerMinute has 597 (38.3%) zeros | Zeros |
shots has 600 (38.5%) zeros | Zeros |
deaths has 212 (13.6%) zeros | Zeros |
Reproduction
| Analysis started | 2023-04-12 15:32:41.833697 |
|---|---|
| Analysis finished | 2023-04-12 15:34:04.174843 |
| Duration | 1 minute and 22.34 seconds |
| Software version | ydata-profiling vv4.1.2 |
| Download configuration | config.json |
name
Categorical
HIGH CARDINALITY  UNIFORM  UNIQUE 
| Distinct | 1558 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 114.6 KiB |
| RggRt45#4697369 | 1 |
|---|---|
| Roberkobe18#5251877 | 1 |
| relax72max#8163705 | 1 |
| MauroVarela1920#3656700 | 1 |
| killersd999#2082552 | 1 |
| Other values (1553) |
Length
| Max length | 36 |
|---|---|
| Median length | 21 |
| Mean length | 17.474968 |
| Min length | 4 |
Characters and Unicode
| Total characters | 27226 |
|---|---|
| Distinct characters | 185 |
| Distinct categories | 8 ? |
| Distinct scripts | 6 ? |
| Distinct blocks | 6 ? |
Unique
| Unique | 1558 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | RggRt45#4697369 |
|---|---|
| 2nd row | JohniceRex#9176033 |
| 3rd row | bootybootykill#1892064 |
| 4th row | JNaCo#5244172 |
| 5th row | gomezyayo_007#6596687 |
Common Values
| Value | Count | Frequency (%) |
| RggRt45#4697369 | 1 | 0.1% |
| Roberkobe18#5251877 | 1 | 0.1% |
| relax72max#8163705 | 1 | 0.1% |
| MauroVarela1920#3656700 | 1 | 0.1% |
| killersd999#2082552 | 1 | 0.1% |
| MassAvengance#6441116 | 1 | 0.1% |
| MikFar6#8960676 | 1 | 0.1% |
| borikuany | 1 | 0.1% |
| MILLERAO1998_963#6914796 | 1 | 0.1% |
| Bazyio#5614137 | 1 | 0.1% |
| Other values (1548) | 1548 |
Length
| Value | Count | Frequency (%) |
| the | 8 | 0.5% |
| its | 2 | 0.1% |
| tony | 2 | 0.1% |
| for | 2 | 0.1% |
| faze | 2 | 0.1% |
| black | 2 | 0.1% |
| slapzz#6879518 | 1 | 0.1% |
| ferni775#9063204 | 1 | 0.1% |
| jay-wkt#9248671 | 1 | 0.1% |
| sir_luffwaffles1#7708807 | 1 | 0.1% |
| Other values (1683) | 1683 |
Most occurring characters
| Value | Count | Frequency (%) |
| # | 1443 | 5.3% |
| 1 | 1382 | 5.1% |
| 2 | 1259 | 4.6% |
| 6 | 1242 | 4.6% |
| 7 | 1227 | 4.5% |
| 9 | 1185 | 4.4% |
| 5 | 1179 | 4.3% |
| 4 | 1171 | 4.3% |
| 3 | 1168 | 4.3% |
| 8 | 1131 | 4.2% |
| Other values (175) | 14839 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12064 | |
| Lowercase Letter | 10442 | |
| Uppercase Letter | 2671 | 9.8% |
| Other Punctuation | 1443 | 5.3% |
| Connector Punctuation | 256 | 0.9% |
| Space Separator | 147 | 0.5% |
| Other Letter | 128 | 0.5% |
| Dash Punctuation | 75 | 0.3% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 哥 | 5 | 3.9% |
| 라 | 3 | 2.3% |
| 你 | 3 | 2.3% |
| 我 | 3 | 2.3% |
| 的 | 2 | 1.6% |
| 惰 | 2 | 1.6% |
| な | 2 | 1.6% |
| 怠 | 2 | 1.6% |
| 猿 | 2 | 1.6% |
| 드 | 2 | 1.6% |
| Other values (93) | 102 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1124 | 10.8% |
| e | 1022 | 9.8% |
| i | 826 | 7.9% |
| o | 822 | 7.9% |
| r | 700 | 6.7% |
| n | 694 | 6.6% |
| l | 578 | 5.5% |
| s | 562 | 5.4% |
| t | 502 | 4.8% |
| d | 342 | 3.3% |
| Other values (30) | 3270 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 203 | 7.6% |
| T | 183 | 6.9% |
| A | 181 | 6.8% |
| R | 165 | 6.2% |
| M | 155 | 5.8% |
| D | 150 | 5.6% |
| C | 144 | 5.4% |
| B | 141 | 5.3% |
| L | 127 | 4.8% |
| E | 116 | 4.3% |
| Other values (18) | 1106 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1382 | |
| 2 | 1259 | |
| 6 | 1242 | |
| 7 | 1227 | |
| 9 | 1185 | |
| 5 | 1179 | |
| 4 | 1171 | |
| 3 | 1168 | |
| 8 | 1131 | |
| 0 | 1120 |
Other Punctuation
| Value | Count | Frequency (%) |
| # | 1443 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 256 |
Space Separator
| Value | Count | Frequency (%) |
| 147 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 75 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13985 | |
| Latin | 13101 | |
| Han | 92 | 0.3% |
| Hangul | 30 | 0.1% |
| Cyrillic | 12 | < 0.1% |
| Hiragana | 6 | < 0.1% |
Most frequent character per script
Han
| Value | Count | Frequency (%) |
| 哥 | 5 | 5.4% |
| 你 | 3 | 3.3% |
| 我 | 3 | 3.3% |
| 的 | 2 | 2.2% |
| 惰 | 2 | 2.2% |
| 怠 | 2 | 2.2% |
| 猿 | 2 | 2.2% |
| 吗 | 2 | 2.2% |
| 来 | 2 | 2.2% |
| 如 | 2 | 2.2% |
| Other values (65) | 67 |
Latin
| Value | Count | Frequency (%) |
| a | 1124 | 8.6% |
| e | 1022 | 7.8% |
| i | 826 | 6.3% |
| o | 822 | 6.3% |
| r | 700 | 5.3% |
| n | 694 | 5.3% |
| l | 578 | 4.4% |
| s | 562 | 4.3% |
| t | 502 | 3.8% |
| d | 342 | 2.6% |
| Other values (46) | 5929 |
Hangul
| Value | Count | Frequency (%) |
| 라 | 3 | 10.0% |
| 드 | 2 | 6.7% |
| 똥 | 2 | 6.7% |
| 구 | 2 | 6.7% |
| 와 | 2 | 6.7% |
| 루 | 2 | 6.7% |
| 묻 | 1 | 3.3% |
| 은 | 1 | 3.3% |
| 날 | 1 | 3.3% |
| 리 | 1 | 3.3% |
| Other values (13) | 13 |
Common
| Value | Count | Frequency (%) |
| # | 1443 | |
| 1 | 1382 | |
| 2 | 1259 | |
| 6 | 1242 | |
| 7 | 1227 | |
| 9 | 1185 | |
| 5 | 1179 | |
| 4 | 1171 | |
| 3 | 1168 | |
| 8 | 1131 | |
| Other values (4) | 1598 |
Cyrillic
| Value | Count | Frequency (%) |
| Л | 1 | |
| о | 1 | |
| ь | 1 | |
| р | 1 | |
| а | 1 | |
| ц | 1 | |
| ы | 1 | |
| Р | 1 | |
| й | 1 | |
| и | 1 | |
| Other values (2) | 2 |
Hiragana
| Value | Count | Frequency (%) |
| な | 2 | |
| の | 1 | |
| ら | 1 | |
| て | 1 | |
| す | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 27081 | |
| CJK | 92 | 0.3% |
| Hangul | 30 | 0.1% |
| Cyrillic | 12 | < 0.1% |
| Hiragana | 6 | < 0.1% |
| None | 5 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| # | 1443 | 5.3% |
| 1 | 1382 | 5.1% |
| 2 | 1259 | 4.6% |
| 6 | 1242 | 4.6% |
| 7 | 1227 | 4.5% |
| 9 | 1185 | 4.4% |
| 5 | 1179 | 4.4% |
| 4 | 1171 | 4.3% |
| 3 | 1168 | 4.3% |
| 8 | 1131 | 4.2% |
| Other values (56) | 14694 |
CJK
| Value | Count | Frequency (%) |
| 哥 | 5 | 5.4% |
| 你 | 3 | 3.3% |
| 我 | 3 | 3.3% |
| 的 | 2 | 2.2% |
| 惰 | 2 | 2.2% |
| 怠 | 2 | 2.2% |
| 猿 | 2 | 2.2% |
| 吗 | 2 | 2.2% |
| 来 | 2 | 2.2% |
| 如 | 2 | 2.2% |
| Other values (65) | 67 |
Hangul
| Value | Count | Frequency (%) |
| 라 | 3 | 10.0% |
| 드 | 2 | 6.7% |
| 똥 | 2 | 6.7% |
| 구 | 2 | 6.7% |
| 와 | 2 | 6.7% |
| 루 | 2 | 6.7% |
| 묻 | 1 | 3.3% |
| 은 | 1 | 3.3% |
| 날 | 1 | 3.3% |
| 리 | 1 | 3.3% |
| Other values (13) | 13 |
Hiragana
| Value | Count | Frequency (%) |
| な | 2 | |
| の | 1 | |
| ら | 1 | |
| て | 1 | |
| す | 1 |
None
| Value | Count | Frequency (%) |
| é | 2 | |
| á | 1 | |
| ó | 1 | |
| ä | 1 |
Cyrillic
| Value | Count | Frequency (%) |
| Л | 1 | |
| о | 1 | |
| ь | 1 | |
| р | 1 | |
| а | 1 | |
| ц | 1 | |
| ы | 1 | |
| Р | 1 | |
| й | 1 | |
| и | 1 | |
| Other values (2) | 2 |
wins
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 458 |
|---|---|
| Distinct (%) | 29.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 153.00257 |
| Minimum | 0 |
|---|---|
| Maximum | 3519 |
| Zeros | 529 |
| Zeros (%) | 34.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 10 |
| Q3 | 168 |
| 95-th percentile | 733.35 |
| Maximum | 3519 |
| Range | 3519 |
| Interquartile range (IQR) | 168 |
Descriptive statistics
| Standard deviation | 301.98477 |
|---|---|
| Coefficient of variation (CV) | 1.9737235 |
| Kurtosis | 18.949124 |
| Mean | 153.00257 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 3.5185219 |
| Sum | 238378 |
| Variance | 91194.799 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 529 | |
| 1 | 65 | 4.2% |
| 2 | 41 | 2.6% |
| 3 | 39 | 2.5% |
| 4 | 25 | 1.6% |
| 7 | 21 | 1.3% |
| 10 | 20 | 1.3% |
| 5 | 20 | 1.3% |
| 6 | 12 | 0.8% |
| 9 | 11 | 0.7% |
| Other values (448) | 775 |
| Value | Count | Frequency (%) |
| 0 | 529 | |
| 1 | 65 | 4.2% |
| 2 | 41 | 2.6% |
| 3 | 39 | 2.5% |
| 4 | 25 | 1.6% |
| 5 | 20 | 1.3% |
| 6 | 12 | 0.8% |
| 7 | 21 | 1.3% |
| 8 | 7 | 0.4% |
| 9 | 11 | 0.7% |
| Value | Count | Frequency (%) |
| 3519 | 1 | |
| 2282 | 1 | |
| 2137 | 1 | |
| 1930 | 1 | |
| 1899 | 1 | |
| 1877 | 1 | |
| 1846 | 1 | |
| 1824 | 1 | |
| 1746 | 1 | |
| 1741 | 1 |
kills
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 885 |
|---|---|
| Distinct (%) | 56.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3753.0019 |
| Minimum | 0 |
|---|---|
| Maximum | 66935 |
| Zeros | 276 |
| Zeros (%) | 17.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 191.5 |
| Q3 | 3445.75 |
| 95-th percentile | 20822.7 |
| Maximum | 66935 |
| Range | 66935 |
| Interquartile range (IQR) | 3441.75 |
Descriptive statistics
| Standard deviation | 7929.6967 |
|---|---|
| Coefficient of variation (CV) | 2.1128944 |
| Kurtosis | 13.48915 |
| Mean | 3753.0019 |
| Median Absolute Deviation (MAD) | 191.5 |
| Skewness | 3.3189932 |
| Sum | 5847177 |
| Variance | 62880089 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 276 | 17.7% |
| 1 | 57 | 3.7% |
| 2 | 27 | 1.7% |
| 3 | 25 | 1.6% |
| 5 | 25 | 1.6% |
| 6 | 16 | 1.0% |
| 4 | 15 | 1.0% |
| 8 | 12 | 0.8% |
| 14 | 11 | 0.7% |
| 18 | 10 | 0.6% |
| Other values (875) | 1084 |
| Value | Count | Frequency (%) |
| 0 | 276 | |
| 1 | 57 | 3.7% |
| 2 | 27 | 1.7% |
| 3 | 25 | 1.6% |
| 4 | 15 | 1.0% |
| 5 | 25 | 1.6% |
| 6 | 16 | 1.0% |
| 7 | 7 | 0.4% |
| 8 | 12 | 0.8% |
| 9 | 6 | 0.4% |
| Value | Count | Frequency (%) |
| 66935 | 1 | |
| 59563 | 1 | |
| 57116 | 1 | |
| 55368 | 1 | |
| 51595 | 1 | |
| 50600 | 1 | |
| 50302 | 1 | |
| 45764 | 1 | |
| 45125 | 1 | |
| 44067 | 1 |
kdRatio
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 1149 |
|---|---|
| Distinct (%) | 73.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.63709819 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 276 |
| Zeros (%) | 17.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.26144165 |
| median | 0.73283656 |
| Q3 | 0.95529292 |
| 95-th percentile | 1.1889134 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 0.69385128 |
Descriptive statistics
| Standard deviation | 0.43045933 |
|---|---|
| Coefficient of variation (CV) | 0.67565618 |
| Kurtosis | 0.2140425 |
| Mean | 0.63709819 |
| Median Absolute Deviation (MAD) | 0.28412362 |
| Skewness | 0.12287611 |
| Sum | 992.59898 |
| Variance | 0.18529523 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 276 | 17.7% |
| 0.5 | 19 | 1.2% |
| 0.166666667 | 12 | 0.8% |
| 1 | 12 | 0.8% |
| 0.333333333 | 8 | 0.5% |
| 0.2 | 6 | 0.4% |
| 0.25 | 6 | 0.4% |
| 1.5 | 5 | 0.3% |
| 0.4 | 5 | 0.3% |
| 0.142857143 | 5 | 0.3% |
| Other values (1139) | 1204 |
| Value | Count | Frequency (%) |
| 0 | 276 | |
| 0.024390244 | 1 | 0.1% |
| 0.03125 | 1 | 0.1% |
| 0.036363636 | 1 | 0.1% |
| 0.045454545 | 1 | 0.1% |
| 0.047619048 | 1 | 0.1% |
| 0.05 | 1 | 0.1% |
| 0.052631579 | 2 | 0.1% |
| 0.055555556 | 1 | 0.1% |
| 0.0625 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 3 | 1 | |
| 2.5 | 1 | |
| 2.4375 | 1 | |
| 2.28 | 1 | |
| 2.171183013 | 1 | |
| 2 | 2 | |
| 1.910524719 | 1 | |
| 1.881593111 | 1 | |
| 1.87621627 | 1 | |
| 1.851170569 | 1 |
killstreak
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 38 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.8953787 |
| Minimum | 0 |
|---|---|
| Maximum | 235 |
| Zeros | 615 |
| Zeros (%) | 39.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5 |
| Q3 | 12 |
| 95-th percentile | 19 |
| Maximum | 235 |
| Range | 235 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 10.184677 |
|---|---|
| Coefficient of variation (CV) | 1.4770294 |
| Kurtosis | 212.81509 |
| Mean | 6.8953787 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 10.635201 |
| Sum | 10743 |
| Variance | 103.72765 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 615 | |
| 13 | 72 | 4.6% |
| 11 | 72 | 4.6% |
| 10 | 61 | 3.9% |
| 14 | 61 | 3.9% |
| 9 | 57 | 3.7% |
| 8 | 57 | 3.7% |
| 7 | 54 | 3.5% |
| 15 | 53 | 3.4% |
| 12 | 49 | 3.1% |
| Other values (28) | 407 |
| Value | Count | Frequency (%) |
| 0 | 615 | |
| 1 | 25 | 1.6% |
| 2 | 43 | 2.8% |
| 3 | 36 | 2.3% |
| 4 | 34 | 2.2% |
| 5 | 42 | 2.7% |
| 6 | 48 | 3.1% |
| 7 | 54 | 3.5% |
| 8 | 57 | 3.7% |
| 9 | 57 | 3.7% |
| Value | Count | Frequency (%) |
| 235 | 1 | 0.1% |
| 179 | 1 | 0.1% |
| 54 | 1 | 0.1% |
| 41 | 1 | 0.1% |
| 37 | 1 | 0.1% |
| 36 | 1 | 0.1% |
| 32 | 1 | 0.1% |
| 31 | 1 | 0.1% |
| 30 | 4 | |
| 28 | 2 |
level
Real number (ℝ)
| Distinct | 231 |
|---|---|
| Distinct (%) | 14.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.414634 |
| Minimum | 1 |
|---|---|
| Maximum | 435 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 11 |
| Q3 | 51 |
| 95-th percentile | 199.15 |
| Maximum | 435 |
| Range | 434 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 68.318064 |
|---|---|
| Coefficient of variation (CV) | 1.5381881 |
| Kurtosis | 4.1698397 |
| Mean | 44.414634 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 2.0568738 |
| Sum | 69198 |
| Variance | 4667.3578 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 430 | |
| 2 | 78 | 5.0% |
| 3 | 48 | 3.1% |
| 4 | 39 | 2.5% |
| 8 | 38 | 2.4% |
| 6 | 35 | 2.2% |
| 5 | 32 | 2.1% |
| 7 | 28 | 1.8% |
| 10 | 23 | 1.5% |
| 12 | 23 | 1.5% |
| Other values (221) | 784 |
| Value | Count | Frequency (%) |
| 1 | 430 | |
| 2 | 78 | 5.0% |
| 3 | 48 | 3.1% |
| 4 | 39 | 2.5% |
| 5 | 32 | 2.1% |
| 6 | 35 | 2.2% |
| 7 | 28 | 1.8% |
| 8 | 38 | 2.4% |
| 9 | 21 | 1.3% |
| 10 | 23 | 1.5% |
| Value | Count | Frequency (%) |
| 435 | 1 | |
| 433 | 1 | |
| 370 | 1 | |
| 351 | 1 | |
| 349 | 1 | |
| 344 | 1 | |
| 331 | 1 | |
| 318 | 1 | |
| 303 | 1 | |
| 301 | 1 |
losses
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 46 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9980745 |
| Minimum | 0 |
|---|---|
| Maximum | 80 |
| Zeros | 583 |
| Zeros (%) | 37.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 8 |
| 95-th percentile | 17 |
| Maximum | 80 |
| Range | 80 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 7.0057777 |
|---|---|
| Coefficient of variation (CV) | 1.4016953 |
| Kurtosis | 16.026283 |
| Mean | 4.9980745 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.9763053 |
| Sum | 7787 |
| Variance | 49.080921 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 583 | |
| 1 | 127 | 8.2% |
| 2 | 77 | 4.9% |
| 6 | 74 | 4.7% |
| 7 | 73 | 4.7% |
| 4 | 71 | 4.6% |
| 3 | 70 | 4.5% |
| 9 | 69 | 4.4% |
| 8 | 65 | 4.2% |
| 5 | 61 | 3.9% |
| Other values (36) | 288 |
| Value | Count | Frequency (%) |
| 0 | 583 | |
| 1 | 127 | 8.2% |
| 2 | 77 | 4.9% |
| 3 | 70 | 4.5% |
| 4 | 71 | 4.6% |
| 5 | 61 | 3.9% |
| 6 | 74 | 4.7% |
| 7 | 73 | 4.7% |
| 8 | 65 | 4.2% |
| 9 | 69 | 4.4% |
| Value | Count | Frequency (%) |
| 80 | 1 | |
| 53 | 1 | |
| 51 | 1 | |
| 50 | 1 | |
| 48 | 1 | |
| 43 | 1 | |
| 41 | 1 | |
| 40 | 1 | |
| 39 | 2 | |
| 38 | 1 |
prestige
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 85 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.657253 |
| Minimum | 0 |
|---|---|
| Maximum | 117 |
| Zeros | 609 |
| Zeros (%) | 39.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 14 |
| Q3 | 110 |
| 95-th percentile | 111 |
| Maximum | 117 |
| Range | 117 |
| Interquartile range (IQR) | 110 |
Descriptive statistics
| Standard deviation | 51.626213 |
|---|---|
| Coefficient of variation (CV) | 1.0832813 |
| Kurtosis | -1.8120808 |
| Mean | 47.657253 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.32757819 |
| Sum | 74250 |
| Variance | 2665.2659 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 609 | |
| 110 | 365 | |
| 111 | 219 | 14.1% |
| 2 | 22 | 1.4% |
| 1 | 22 | 1.4% |
| 3 | 18 | 1.2% |
| 10 | 14 | 0.9% |
| 4 | 13 | 0.8% |
| 6 | 13 | 0.8% |
| 5 | 13 | 0.8% |
| Other values (75) | 250 |
| Value | Count | Frequency (%) |
| 0 | 609 | |
| 1 | 22 | 1.4% |
| 2 | 22 | 1.4% |
| 3 | 18 | 1.2% |
| 4 | 13 | 0.8% |
| 5 | 13 | 0.8% |
| 6 | 13 | 0.8% |
| 7 | 7 | 0.4% |
| 8 | 7 | 0.4% |
| 9 | 10 | 0.6% |
| Value | Count | Frequency (%) |
| 117 | 2 | 0.1% |
| 116 | 1 | 0.1% |
| 114 | 3 | 0.2% |
| 113 | 6 | 0.4% |
| 112 | 5 | 0.3% |
| 111 | 219 | |
| 110 | 365 | |
| 100 | 5 | 0.3% |
| 97 | 1 | 0.1% |
| 96 | 1 | 0.1% |
hits
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 865 |
|---|---|
| Distinct (%) | 55.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10330.19 |
| Minimum | 0 |
|---|---|
| Maximum | 209851 |
| Zeros | 611 |
| Zeros (%) | 39.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 214.5 |
| Q3 | 9015.5 |
| 95-th percentile | 56617.25 |
| Maximum | 209851 |
| Range | 209851 |
| Interquartile range (IQR) | 9015.5 |
Descriptive statistics
| Standard deviation | 22954.104 |
|---|---|
| Coefficient of variation (CV) | 2.2220409 |
| Kurtosis | 17.312545 |
| Mean | 10330.19 |
| Median Absolute Deviation (MAD) | 214.5 |
| Skewness | 3.6673583 |
| Sum | 16094436 |
| Variance | 5.2689091 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 611 | |
| 1 | 6 | 0.4% |
| 2 | 5 | 0.3% |
| 5 | 4 | 0.3% |
| 24 | 4 | 0.3% |
| 17 | 4 | 0.3% |
| 6 | 3 | 0.2% |
| 38 | 3 | 0.2% |
| 56 | 3 | 0.2% |
| 544 | 3 | 0.2% |
| Other values (855) | 912 |
| Value | Count | Frequency (%) |
| 0 | 611 | |
| 1 | 6 | 0.4% |
| 2 | 5 | 0.3% |
| 3 | 1 | 0.1% |
| 4 | 2 | 0.1% |
| 5 | 4 | 0.3% |
| 6 | 3 | 0.2% |
| 7 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 209851 | 1 | |
| 200845 | 1 | |
| 179357 | 1 | |
| 158128 | 1 | |
| 155702 | 1 | |
| 145596 | 1 | |
| 145281 | 1 | |
| 137200 | 1 | |
| 135781 | 1 | |
| 135447 | 1 |
timePlayed
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 634 |
|---|---|
| Distinct (%) | 40.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 425.91592 |
| Minimum | 0 |
|---|---|
| Maximum | 7479 |
| Zeros | 210 |
| Zeros (%) | 13.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 51 |
| Q3 | 485.5 |
| 95-th percentile | 2115.05 |
| Maximum | 7479 |
| Range | 7479 |
| Interquartile range (IQR) | 481.5 |
Descriptive statistics
| Standard deviation | 786.1825 |
|---|---|
| Coefficient of variation (CV) | 1.8458632 |
| Kurtosis | 12.958296 |
| Mean | 425.91592 |
| Median Absolute Deviation (MAD) | 51 |
| Skewness | 3.0465833 |
| Sum | 663577 |
| Variance | 618082.92 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 210 | 13.5% |
| 1 | 83 | 5.3% |
| 2 | 38 | 2.4% |
| 3 | 36 | 2.3% |
| 5 | 28 | 1.8% |
| 4 | 28 | 1.8% |
| 8 | 20 | 1.3% |
| 7 | 19 | 1.2% |
| 11 | 18 | 1.2% |
| 6 | 18 | 1.2% |
| Other values (624) | 1060 |
| Value | Count | Frequency (%) |
| 0 | 210 | |
| 1 | 83 | 5.3% |
| 2 | 38 | 2.4% |
| 3 | 36 | 2.3% |
| 4 | 28 | 1.8% |
| 5 | 28 | 1.8% |
| 6 | 18 | 1.2% |
| 7 | 19 | 1.2% |
| 8 | 20 | 1.3% |
| 9 | 13 | 0.8% |
| Value | Count | Frequency (%) |
| 7479 | 1 | |
| 6425 | 1 | |
| 6231 | 1 | |
| 5528 | 1 | |
| 4356 | 1 | |
| 4192 | 1 | |
| 4181 | 1 | |
| 4022 | 1 | |
| 3899 | 1 | |
| 3887 | 1 |
headshots
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 651 |
|---|---|
| Distinct (%) | 41.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 630.67266 |
| Minimum | 0 |
|---|---|
| Maximum | 11719 |
| Zeros | 383 |
| Zeros (%) | 24.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 32 |
| Q3 | 602.75 |
| 95-th percentile | 3453.75 |
| Maximum | 11719 |
| Range | 11719 |
| Interquartile range (IQR) | 601.75 |
Descriptive statistics
| Standard deviation | 1305.1504 |
|---|---|
| Coefficient of variation (CV) | 2.0694577 |
| Kurtosis | 14.189278 |
| Mean | 630.67266 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 3.3067596 |
| Sum | 982588 |
| Variance | 1703417.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 383 | |
| 1 | 76 | 4.9% |
| 2 | 45 | 2.9% |
| 4 | 29 | 1.9% |
| 3 | 22 | 1.4% |
| 7 | 20 | 1.3% |
| 6 | 19 | 1.2% |
| 5 | 19 | 1.2% |
| 8 | 18 | 1.2% |
| 9 | 17 | 1.1% |
| Other values (641) | 910 |
| Value | Count | Frequency (%) |
| 0 | 383 | |
| 1 | 76 | 4.9% |
| 2 | 45 | 2.9% |
| 3 | 22 | 1.4% |
| 4 | 29 | 1.9% |
| 5 | 19 | 1.2% |
| 6 | 19 | 1.2% |
| 7 | 20 | 1.3% |
| 8 | 18 | 1.2% |
| 9 | 17 | 1.1% |
| Value | Count | Frequency (%) |
| 11719 | 1 | |
| 11204 | 1 | |
| 9673 | 1 | |
| 8838 | 1 | |
| 7819 | 1 | |
| 7775 | 1 | |
| 7716 | 1 | |
| 7709 | 1 | |
| 7638 | 1 | |
| 7146 | 1 |
averageTime
Real number (ℝ)
| Distinct | 859 |
|---|---|
| Distinct (%) | 55.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.428416 |
| Minimum | 0 |
|---|---|
| Maximum | 1349 |
| Zeros | 210 |
| Zeros (%) | 13.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3.0311164 |
| Q3 | 9.0857143 |
| 95-th percentile | 80.823077 |
| Maximum | 1349 |
| Range | 1349 |
| Interquartile range (IQR) | 7.0857143 |
Descriptive statistics
| Standard deviation | 82.64 |
|---|---|
| Coefficient of variation (CV) | 3.8565613 |
| Kurtosis | 99.901828 |
| Mean | 21.428416 |
| Median Absolute Deviation (MAD) | 2.0311164 |
| Skewness | 8.9335804 |
| Sum | 33385.472 |
| Variance | 6829.3695 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 210 | 13.5% |
| 1 | 83 | 5.3% |
| 2 | 47 | 3.0% |
| 4 | 36 | 2.3% |
| 3 | 35 | 2.2% |
| 5 | 34 | 2.2% |
| 6 | 16 | 1.0% |
| 7 | 16 | 1.0% |
| 8 | 15 | 1.0% |
| 10 | 13 | 0.8% |
| Other values (849) | 1053 |
| Value | Count | Frequency (%) |
| 0 | 210 | |
| 1 | 83 | 5.3% |
| 1.307692308 | 1 | 0.1% |
| 1.333333333 | 1 | 0.1% |
| 1.363636364 | 1 | 0.1% |
| 1.4 | 1 | 0.1% |
| 1.5 | 6 | 0.4% |
| 1.512820513 | 1 | 0.1% |
| 1.538043478 | 1 | 0.1% |
| 1.538461538 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1349 | 1 | |
| 1070 | 1 | |
| 1035 | 1 | |
| 841 | 1 | |
| 768 | 1 | |
| 728 | 1 | |
| 715 | 1 | |
| 714 | 1 | |
| 644 | 1 | |
| 620 | 1 |
gamesPlayed
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 395 |
|---|---|
| Distinct (%) | 25.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.69576 |
| Minimum | 0 |
|---|---|
| Maximum | 3745 |
| Zeros | 656 |
| Zeros (%) | 42.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 110.5 |
| 95-th percentile | 638.5 |
| Maximum | 3745 |
| Range | 3745 |
| Interquartile range (IQR) | 110.5 |
Descriptive statistics
| Standard deviation | 256.35484 |
|---|---|
| Coefficient of variation (CV) | 2.1967793 |
| Kurtosis | 34.243473 |
| Mean | 116.69576 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 4.3544643 |
| Sum | 181812 |
| Variance | 65717.802 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 656 | |
| 1 | 64 | 4.1% |
| 2 | 34 | 2.2% |
| 3 | 28 | 1.8% |
| 4 | 26 | 1.7% |
| 6 | 16 | 1.0% |
| 11 | 13 | 0.8% |
| 8 | 13 | 0.8% |
| 5 | 13 | 0.8% |
| 9 | 12 | 0.8% |
| Other values (385) | 683 |
| Value | Count | Frequency (%) |
| 0 | 656 | |
| 1 | 64 | 4.1% |
| 2 | 34 | 2.2% |
| 3 | 28 | 1.8% |
| 4 | 26 | 1.7% |
| 5 | 13 | 0.8% |
| 6 | 16 | 1.0% |
| 7 | 7 | 0.4% |
| 8 | 13 | 0.8% |
| 9 | 12 | 0.8% |
| Value | Count | Frequency (%) |
| 3745 | 1 | |
| 2160 | 1 | |
| 1668 | 2 | |
| 1539 | 1 | |
| 1494 | 1 | |
| 1492 | 1 | |
| 1326 | 1 | |
| 1232 | 1 | |
| 1192 | 1 | |
| 1160 | 1 |
assists
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 662 |
|---|---|
| Distinct (%) | 42.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 685.79718 |
| Minimum | 0 |
|---|---|
| Maximum | 14531 |
| Zeros | 483 |
| Zeros (%) | 31.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 36.5 |
| Q3 | 609.75 |
| 95-th percentile | 3820.45 |
| Maximum | 14531 |
| Range | 14531 |
| Interquartile range (IQR) | 609.75 |
Descriptive statistics
| Standard deviation | 1518.3838 |
|---|---|
| Coefficient of variation (CV) | 2.2140421 |
| Kurtosis | 17.491244 |
| Mean | 685.79718 |
| Median Absolute Deviation (MAD) | 36.5 |
| Skewness | 3.7142928 |
| Sum | 1068472 |
| Variance | 2305489.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 483 | |
| 1 | 35 | 2.2% |
| 2 | 33 | 2.1% |
| 3 | 27 | 1.7% |
| 4 | 17 | 1.1% |
| 6 | 14 | 0.9% |
| 9 | 13 | 0.8% |
| 5 | 11 | 0.7% |
| 7 | 10 | 0.6% |
| 8 | 9 | 0.6% |
| Other values (652) | 906 |
| Value | Count | Frequency (%) |
| 0 | 483 | |
| 1 | 35 | 2.2% |
| 2 | 33 | 2.1% |
| 3 | 27 | 1.7% |
| 4 | 17 | 1.1% |
| 5 | 11 | 0.7% |
| 6 | 14 | 0.9% |
| 7 | 10 | 0.6% |
| 8 | 9 | 0.6% |
| 9 | 13 | 0.8% |
| Value | Count | Frequency (%) |
| 14531 | 1 | |
| 12300 | 1 | |
| 11229 | 1 | |
| 10472 | 1 | |
| 10441 | 1 | |
| 10008 | 1 | |
| 9650 | 1 | |
| 9598 | 1 | |
| 9534 | 1 | |
| 8523 | 1 |
misses
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 941 |
|---|---|
| Distinct (%) | 60.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45356.671 |
| Minimum | 0 |
|---|---|
| Maximum | 965775 |
| Zeros | 601 |
| Zeros (%) | 38.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1307.5 |
| Q3 | 40906.75 |
| 95-th percentile | 251222.9 |
| Maximum | 965775 |
| Range | 965775 |
| Interquartile range (IQR) | 40906.75 |
Descriptive statistics
| Standard deviation | 97919.428 |
|---|---|
| Coefficient of variation (CV) | 2.158876 |
| Kurtosis | 16.393367 |
| Mean | 45356.671 |
| Median Absolute Deviation (MAD) | 1307.5 |
| Skewness | 3.5307798 |
| Sum | 70665694 |
| Variance | 9.5882144 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 601 | |
| 96 | 2 | 0.1% |
| 274 | 2 | 0.1% |
| 10 | 2 | 0.1% |
| 298 | 2 | 0.1% |
| 11125 | 2 | 0.1% |
| 38 | 2 | 0.1% |
| 2 | 2 | 0.1% |
| 192 | 2 | 0.1% |
| 216 | 2 | 0.1% |
| Other values (931) | 939 |
| Value | Count | Frequency (%) |
| 0 | 601 | |
| 2 | 2 | 0.1% |
| 3 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| 6 | 2 | 0.1% |
| 7 | 1 | 0.1% |
| 8 | 2 | 0.1% |
| 10 | 2 | 0.1% |
| 17 | 1 | 0.1% |
| 25 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 965775 | 1 | |
| 733107 | 1 | |
| 715770 | 1 | |
| 697394 | 1 | |
| 660264 | 1 | |
| 652233 | 1 | |
| 631184 | 1 | |
| 606043 | 1 | |
| 600193 | 1 | |
| 558604 | 1 |
xp
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 1225 |
|---|---|
| Distinct (%) | 78.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 872633.49 |
| Minimum | 0 |
|---|---|
| Maximum | 14970539 |
| Zeros | 224 |
| Zeros (%) | 14.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2106.25 |
| median | 63968 |
| Q3 | 828669 |
| 95-th percentile | 4863958.4 |
| Maximum | 14970539 |
| Range | 14970539 |
| Interquartile range (IQR) | 826562.75 |
Descriptive statistics
| Standard deviation | 1795754.8 |
|---|---|
| Coefficient of variation (CV) | 2.0578568 |
| Kurtosis | 12.598926 |
| Mean | 872633.49 |
| Median Absolute Deviation (MAD) | 63968 |
| Skewness | 3.2112612 |
| Sum | 1.359563 × 109 |
| Variance | 3.2247352 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 224 | 14.4% |
| 200 | 14 | 0.9% |
| 100 | 11 | 0.7% |
| 300 | 7 | 0.4% |
| 450 | 5 | 0.3% |
| 1250 | 4 | 0.3% |
| 650 | 4 | 0.3% |
| 1350 | 4 | 0.3% |
| 700 | 4 | 0.3% |
| 1150 | 4 | 0.3% |
| Other values (1215) | 1277 |
| Value | Count | Frequency (%) |
| 0 | 224 | |
| 50 | 1 | 0.1% |
| 100 | 11 | 0.7% |
| 125 | 1 | 0.1% |
| 150 | 2 | 0.1% |
| 200 | 14 | 0.9% |
| 250 | 1 | 0.1% |
| 260 | 1 | 0.1% |
| 300 | 7 | 0.4% |
| 350 | 3 | 0.2% |
| Value | Count | Frequency (%) |
| 14970539 | 1 | |
| 14888428 | 1 | |
| 12192285 | 1 | |
| 11391186 | 1 | |
| 11311835 | 1 | |
| 11080512 | 1 | |
| 10525046 | 1 | |
| 9978904 | 1 | |
| 9310844 | 1 | |
| 9235667 | 1 |
scorePerMinute
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 959 |
|---|---|
| Distinct (%) | 61.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 107.86883 |
| Minimum | 0 |
|---|---|
| Maximum | 413.8 |
| Zeros | 597 |
| Zeros (%) | 38.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 56.793995 |
| Q3 | 221.64898 |
| 95-th percentile | 305.2305 |
| Maximum | 413.8 |
| Range | 413.8 |
| Interquartile range (IQR) | 221.64898 |
Descriptive statistics
| Standard deviation | 116.52668 |
|---|---|
| Coefficient of variation (CV) | 1.0802628 |
| Kurtosis | -1.2358138 |
| Mean | 107.86883 |
| Median Absolute Deviation (MAD) | 56.793995 |
| Skewness | 0.53815459 |
| Sum | 168059.63 |
| Variance | 13578.466 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 597 | |
| 237.84 | 2 | 0.1% |
| 357.6 | 2 | 0.1% |
| 316.2 | 2 | 0.1% |
| 237.4983471 | 1 | 0.1% |
| 244.9037634 | 1 | 0.1% |
| 260.1402985 | 1 | 0.1% |
| 178.6901408 | 1 | 0.1% |
| 2.852380952 | 1 | 0.1% |
| 186.2367713 | 1 | 0.1% |
| Other values (949) | 949 |
| Value | Count | Frequency (%) |
| 0 | 597 | |
| 0.026582278 | 1 | 0.1% |
| 0.050322581 | 1 | 0.1% |
| 0.073109244 | 1 | 0.1% |
| 0.139065421 | 1 | 0.1% |
| 0.195652174 | 1 | 0.1% |
| 0.399406968 | 1 | 0.1% |
| 0.474418605 | 1 | 0.1% |
| 0.567536232 | 1 | 0.1% |
| 0.569620253 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 413.8 | 1 | |
| 413.3461078 | 1 | |
| 394.0285714 | 1 | |
| 392.6 | 1 | |
| 389.85 | 1 | |
| 375.4 | 1 | |
| 372.6 | 1 | |
| 367.2 | 1 | |
| 362.015534 | 1 | |
| 357.6 | 2 |
shots
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 945 |
|---|---|
| Distinct (%) | 60.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55686.769 |
| Minimum | 0 |
|---|---|
| Maximum | 1166620 |
| Zeros | 600 |
| Zeros (%) | 38.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1565 |
| Q3 | 50781 |
| 95-th percentile | 309596.6 |
| Maximum | 1166620 |
| Range | 1166620 |
| Interquartile range (IQR) | 50781 |
Descriptive statistics
| Standard deviation | 120281.08 |
|---|---|
| Coefficient of variation (CV) | 2.1599579 |
| Kurtosis | 16.293985 |
| Mean | 55686.769 |
| Median Absolute Deviation (MAD) | 1565 |
| Skewness | 3.5256354 |
| Sum | 86759986 |
| Variance | 1.4467538 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 600 | |
| 209 | 2 | 0.1% |
| 566 | 2 | 0.1% |
| 114 | 2 | 0.1% |
| 10 | 2 | 0.1% |
| 6 | 2 | 0.1% |
| 1565 | 2 | 0.1% |
| 9 | 2 | 0.1% |
| 250 | 2 | 0.1% |
| 206 | 2 | 0.1% |
| Other values (935) | 940 |
| Value | Count | Frequency (%) |
| 0 | 600 | |
| 2 | 2 | 0.1% |
| 3 | 2 | 0.1% |
| 4 | 1 | 0.1% |
| 6 | 2 | 0.1% |
| 9 | 2 | 0.1% |
| 10 | 2 | 0.1% |
| 12 | 1 | 0.1% |
| 18 | 1 | 0.1% |
| 26 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1166620 | 1 | |
| 925621 | 1 | |
| 888809 | 1 | |
| 876751 | 1 | |
| 818392 | 1 | |
| 787680 | 1 | |
| 776465 | 1 | |
| 745789 | 1 | |
| 743243 | 1 | |
| 633504 | 1 |
deaths
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 920 |
|---|---|
| Distinct (%) | 59.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3875.3979 |
| Minimum | 0 |
|---|---|
| Maximum | 67888 |
| Zeros | 212 |
| Zeros (%) | 13.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 12.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 14 |
| median | 269 |
| Q3 | 3698.75 |
| 95-th percentile | 20390.85 |
| Maximum | 67888 |
| Range | 67888 |
| Interquartile range (IQR) | 3684.75 |
Descriptive statistics
| Standard deviation | 7992.6664 |
|---|---|
| Coefficient of variation (CV) | 2.0624118 |
| Kurtosis | 13.98476 |
| Mean | 3875.3979 |
| Median Absolute Deviation (MAD) | 269 |
| Skewness | 3.3393438 |
| Sum | 6037870 |
| Variance | 63882717 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 212 | 13.6% |
| 2 | 44 | 2.8% |
| 4 | 18 | 1.2% |
| 1 | 16 | 1.0% |
| 6 | 15 | 1.0% |
| 10 | 13 | 0.8% |
| 16 | 13 | 0.8% |
| 14 | 12 | 0.8% |
| 5 | 10 | 0.6% |
| 9 | 10 | 0.6% |
| Other values (910) | 1195 |
| Value | Count | Frequency (%) |
| 0 | 212 | |
| 1 | 16 | 1.0% |
| 2 | 44 | 2.8% |
| 3 | 9 | 0.6% |
| 4 | 18 | 1.2% |
| 5 | 10 | 0.6% |
| 6 | 15 | 1.0% |
| 7 | 8 | 0.5% |
| 8 | 7 | 0.4% |
| 9 | 10 | 0.6% |
| Value | Count | Frequency (%) |
| 67888 | 1 | |
| 61691 | 1 | |
| 59707 | 1 | |
| 56771 | 1 | |
| 56067 | 1 | |
| 48819 | 1 | |
| 48596 | 1 | |
| 47363 | 1 | |
| 47229 | 1 | |
| 45798 | 1 |
source
URL
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1557 |
| Missing (%) | 99.9% |
| Memory size | 48.9 KiB |
| https://www.kaggle.com/datasets/aishahakami/call-of-duty-players | 1 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) |
| https://www.kaggle.com/datasets/aishahakami/call-of-duty-players | 1 | 0.1% |
| (Missing) | 1557 |
| Value | Count | Frequency (%) |
| https | 1 | 0.1% |
| (Missing) | 1557 |
| Value | Count | Frequency (%) |
| www.kaggle.com | 1 | 0.1% |
| (Missing) | 1557 |
| Value | Count | Frequency (%) |
| /datasets/aishahakami/call-of-duty-players | 1 | 0.1% |
| (Missing) | 1557 |
| Value | Count | Frequency (%) |
| 1 | 0.1% | |
| (Missing) | 1557 |
| Value | Count | Frequency (%) |
| 1 | 0.1% | |
| (Missing) | 1557 |
| wins | kills | kdRatio | killstreak | level | losses | prestige | hits | timePlayed | headshots | averageTime | gamesPlayed | assists | misses | xp | scorePerMinute | shots | deaths | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| wins | 1.000 | 0.915 | 0.671 | 0.907 | 0.877 | 0.889 | 0.548 | 0.940 | 0.884 | 0.907 | 0.141 | 0.937 | 0.893 | 0.941 | 0.880 | 0.718 | 0.942 | 0.918 |
| kills | 0.915 | 1.000 | 0.806 | 0.899 | 0.973 | 0.917 | 0.675 | 0.925 | 0.970 | 0.990 | 0.295 | 0.921 | 0.960 | 0.923 | 0.980 | 0.688 | 0.923 | 0.992 |
| kdRatio | 0.671 | 0.806 | 1.000 | 0.736 | 0.769 | 0.717 | 0.527 | 0.706 | 0.736 | 0.794 | 0.283 | 0.687 | 0.724 | 0.690 | 0.789 | 0.540 | 0.693 | 0.750 |
| killstreak | 0.907 | 0.899 | 0.736 | 1.000 | 0.841 | 0.914 | 0.505 | 0.965 | 0.827 | 0.895 | 0.043 | 0.948 | 0.906 | 0.959 | 0.841 | 0.795 | 0.960 | 0.889 |
| level | 0.877 | 0.973 | 0.769 | 0.841 | 1.000 | 0.876 | 0.733 | 0.862 | 0.981 | 0.972 | 0.371 | 0.863 | 0.927 | 0.860 | 0.991 | 0.558 | 0.861 | 0.968 |
| losses | 0.889 | 0.917 | 0.717 | 0.914 | 0.876 | 1.000 | 0.563 | 0.934 | 0.867 | 0.916 | 0.083 | 0.948 | 0.923 | 0.931 | 0.873 | 0.752 | 0.932 | 0.914 |
| prestige | 0.548 | 0.675 | 0.527 | 0.505 | 0.733 | 0.563 | 1.000 | 0.519 | 0.742 | 0.675 | 0.464 | 0.526 | 0.682 | 0.521 | 0.737 | 0.200 | 0.521 | 0.678 |
| hits | 0.940 | 0.925 | 0.706 | 0.965 | 0.862 | 0.934 | 0.519 | 1.000 | 0.852 | 0.920 | 0.024 | 0.981 | 0.940 | 0.996 | 0.861 | 0.816 | 0.997 | 0.921 |
| timePlayed | 0.884 | 0.970 | 0.736 | 0.827 | 0.981 | 0.867 | 0.742 | 0.852 | 1.000 | 0.962 | 0.432 | 0.857 | 0.921 | 0.854 | 0.990 | 0.561 | 0.855 | 0.978 |
| headshots | 0.907 | 0.990 | 0.794 | 0.895 | 0.972 | 0.916 | 0.675 | 0.920 | 0.962 | 1.000 | 0.271 | 0.918 | 0.956 | 0.916 | 0.973 | 0.672 | 0.917 | 0.982 |
| averageTime | 0.141 | 0.295 | 0.283 | 0.043 | 0.371 | 0.083 | 0.464 | 0.024 | 0.432 | 0.271 | 1.000 | 0.007 | 0.176 | 0.030 | 0.412 | -0.124 | 0.030 | 0.313 |
| gamesPlayed | 0.937 | 0.921 | 0.687 | 0.948 | 0.863 | 0.948 | 0.526 | 0.981 | 0.857 | 0.918 | 0.007 | 1.000 | 0.930 | 0.981 | 0.860 | 0.793 | 0.981 | 0.920 |
| assists | 0.893 | 0.960 | 0.724 | 0.906 | 0.927 | 0.923 | 0.682 | 0.940 | 0.921 | 0.956 | 0.176 | 0.930 | 1.000 | 0.938 | 0.927 | 0.718 | 0.938 | 0.960 |
| misses | 0.941 | 0.923 | 0.690 | 0.959 | 0.860 | 0.931 | 0.521 | 0.996 | 0.854 | 0.916 | 0.030 | 0.981 | 0.938 | 1.000 | 0.861 | 0.822 | 1.000 | 0.923 |
| xp | 0.880 | 0.980 | 0.789 | 0.841 | 0.991 | 0.873 | 0.737 | 0.861 | 0.990 | 0.973 | 0.412 | 0.860 | 0.927 | 0.861 | 1.000 | 0.572 | 0.861 | 0.977 |
| scorePerMinute | 0.718 | 0.688 | 0.540 | 0.795 | 0.558 | 0.752 | 0.200 | 0.816 | 0.561 | 0.672 | -0.124 | 0.793 | 0.718 | 0.822 | 0.572 | 1.000 | 0.822 | 0.692 |
| shots | 0.942 | 0.923 | 0.693 | 0.960 | 0.861 | 0.932 | 0.521 | 0.997 | 0.855 | 0.917 | 0.030 | 0.981 | 0.938 | 1.000 | 0.861 | 0.822 | 1.000 | 0.923 |
| deaths | 0.918 | 0.992 | 0.750 | 0.889 | 0.968 | 0.914 | 0.678 | 0.921 | 0.978 | 0.982 | 0.313 | 0.920 | 0.960 | 0.923 | 0.977 | 0.692 | 0.923 | 1.000 |
| name | wins | kills | kdRatio | killstreak | level | losses | prestige | hits | timePlayed | headshots | averageTime | gamesPlayed | assists | misses | xp | scorePerMinute | shots | deaths | source | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | RggRt45#4697369 | 0 | 0 | 0.000000 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.000000 | 0 | 0 | 0 | 0 | 0.000000 | 0 | 0 | https://www.kaggle.com/datasets/aishahakami/call-of-duty-players |
| 1 | JohniceRex#9176033 | 0 | 0 | 0.000000 | 0 | 1 | 0 | 110 | 0 | 7 | 0 | 7.000000 | 0 | 0 | 0 | 700 | 0.000000 | 0 | 16 | NaN |
| 2 | bootybootykill#1892064 | 0 | 66 | 1.031250 | 0 | 9 | 0 | 110 | 0 | 32 | 16 | 32.000000 | 0 | 1 | 0 | 48300 | 0.000000 | 0 | 64 | NaN |
| 3 | JNaCo#5244172 | 3 | 2 | 0.400000 | 0 | 1 | 0 | 0 | 0 | 3 | 0 | 3.000000 | 0 | 0 | 0 | 1150 | 0.000000 | 0 | 5 | NaN |
| 4 | gomezyayo_007#6596687 | 0 | 2 | 0.200000 | 0 | 1 | 0 | 110 | 0 | 5 | 1 | 5.000000 | 0 | 0 | 0 | 1000 | 0.000000 | 0 | 10 | NaN |
| 5 | Brxndoon7-LK#4002715 | 684 | 27011 | 1.066743 | 18 | 177 | 10 | 110 | 98332 | 1366 | 5113 | 2.323129 | 588 | 6063 | 305319 | 3932335 | 255.672035 | 403651 | 25321 | NaN |
| 6 | bdooory_ab#7095171 | 4 | 162 | 0.632812 | 4 | 6 | 2 | 0 | 568 | 8 | 35 | 2.000000 | 4 | 68 | 4836 | 24485 | 265.500000 | 5404 | 256 | NaN |
| 7 | ahevepluto#3505304 | 186 | 1898 | 0.569628 | 13 | 37 | 7 | 2 | 5111 | 550 | 485 | 3.666667 | 150 | 488 | 39978 | 458269 | 180.379636 | 45089 | 3332 | NaN |
| 8 | MilkyLemonz-_-#5981249 | 741 | 21803 | 1.036658 | 26 | 185 | 29 | 111 | 81361 | 2442 | 3894 | 2.826389 | 864 | 4029 | 327230 | 4269370 | 198.844226 | 408591 | 21032 | NaN |
| 9 | RPDUNKduo#8122914 | 26 | 349 | 0.444020 | 7 | 12 | 4 | 0 | 996 | 44 | 40 | 2.933333 | 15 | 138 | 4844 | 72765 | 253.677273 | 5840 | 786 | NaN |
| name | wins | kills | kdRatio | killstreak | level | losses | prestige | hits | timePlayed | headshots | averageTime | gamesPlayed | assists | misses | xp | scorePerMinute | shots | deaths | source | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1548 | AKR_aaa#5403024 | 68 | 2347 | 0.940304 | 9 | 28 | 9 | 12 | 5195 | 153 | 442 | 1.843373 | 83 | 230 | 15101 | 277540 | 309.913725 | 20296 | 2496 | NaN |
| 1549 | MeaslyPanther81#4102876 | 23 | 406 | 0.821862 | 12 | 10 | 6 | 1 | 1946 | 65 | 132 | 2.321429 | 28 | 119 | 7159 | 57364 | 187.126154 | 9105 | 494 | NaN |
| 1550 | bimo09#9025166 | 408 | 7530 | 0.799873 | 12 | 77 | 8 | 28 | 33533 | 694 | 1237 | 2.679537 | 259 | 1792 | 157188 | 1208952 | 296.200288 | 190721 | 9414 | NaN |
| 1551 | JermWormy#5125402 | 1173 | 45764 | 1.078627 | 20 | 289 | 14 | 111 | 128437 | 3272 | 7146 | 2.655844 | 1232 | 7133 | 409748 | 8740718 | 214.819438 | 538185 | 42428 | NaN |
| 1552 | LokiiFN#2367402 | 0 | 0 | 0.000000 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1.000000 | 0 | 0 | 0 | 200 | 0.000000 | 0 | 2 | NaN |
| 1553 | ImranePROPG#2085215 | 0 | 51 | 0.432203 | 0 | 10 | 0 | 110 | 0 | 71 | 11 | 71.000000 | 0 | 0 | 0 | 49935 | 0.000000 | 0 | 118 | NaN |
| 1554 | Miguel_mor#1492856 | 0 | 0 | 0.000000 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.000000 | 0 | 0 | 0 | 0 | 0.000000 | 0 | 0 | NaN |
| 1555 | Trianthor#3462590 | 0 | 0 | 0.000000 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.000000 | 0 | 0 | 0 | 0 | 0.000000 | 0 | 0 | NaN |
| 1556 | tinytrex594#3976133 | 0 | 0 | 0.000000 | 0 | 1 | 0 | 0 | 2 | 1 | 0 | 1.000000 | 0 | 1 | 7 | 0 | 91.200000 | 9 | 0 | NaN |
| 1557 | TomasFJ_05#2711069 | 1 | 35 | 0.686275 | 3 | 5 | 1 | 110 | 17 | 10 | 6 | 10.000000 | 1 | 11 | 63 | 17126 | 39.000000 | 80 | 51 | NaN |